Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9596610 | 0.8704600 | 0.3054212 |
| bt | 0.9651816 | 0.8571429 | 0.7177299 |
| maxnet | 0.9069249 | 0.6779661 | NA |
| gam | 0.9465375 | 0.7820823 | 0.4495820 |
| glm | 0.9097337 | 0.6796610 | 0.3367121 |